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Model Evaluation

FlagEval

FlagEval is an evaluation toolkit and open platform for large models. Its public project covers foundation models, training and fine-tuning algorithms, with language, vision, audio and multimodal evaluation directions.

Official identity and purpose checked · 2026-10-24

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Plans
0
Official sources
1
Hands-on tests
0 not tested here
Data date
2026-10-24

Purpose

FlagEval is an evaluation toolkit and open platform for large models. Its public project covers foundation models, training and fine-tuning algorithms, with language, vision, audio and multimodal evaluation directions.

Features described on the official site

  • mCLIPEval supports classification, retrieval and composition tasks for vision-language models.
  • ImageEval-prompt organizes text-to-image evaluation prompts by entities, style and details.
  • C-SEM evaluates Chinese semantic understanding at lexical and sentence levels.

Suggested starting workflow

  • Choose the subproject for your evaluation target.
  • Check data, dependencies, versions and subproject licenses.
  • Fix evaluation settings and analyze detailed results, then validate with task samples.

These are editorial starting suggestions based on product purpose, not workflows tested by this site.

Before you use it

  • Not tested hands-on here; feature descriptions come from official material.
  • Pricing, regions, languages, commercial use, watermarks and export conditions have not been verified for a single plan.
  • Fairness, objectivity and efficiency goals have not been tested here. The main project license does not automatically cover data or every component. The public project does not establish full platform availability, current rankings or task qualification.

Pricing & plans

Plan pricing has not been checked. Verify it with the provider; a starting price may not cover your task.

Official sources

Sources with the same saved document, review date and validity period are shown together. Expand to see the plans that cite each source. Plan conditions are checked separately; public sources do not establish hands-on task results.